Node Classification Python Packages

cogdl

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

gnn-augment

pip install gnn-augment — graph-augmented GNNs (GCN, GraphSAGE, GAT, GIN) for semi-supervised node classification: replace the adjacency with Katz / Rooted PageRank / Graph Gravity / LLM text-embedding views, multi-view training, sparse mode for large graphs (arXiv:1905.09087)

gml-kin

KIN (K Immediate Neighbors) is a machine learning algorithm inspired by KNN (K Nearest Neighbors) which has been adjusted to graph-structured data.

evalne

Source code for EvalNE, a Python library for evaluating Network Embedding methods.